{
  "ticker": {
    "uuid": "0b67045f-ee8a-4e07-a30f-746bd50ae1f5",
    "symbol": "NPK",
    "name": "New Plus Knitting Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^SET.BK",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 57.717,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 44.149,
    "architecture_energy": 61.037,
    "architecture_maturity": 8.003,
    "architecture_confidence": 56.719,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 26.66,
        "rotation_up": 69.41,
        "upward_expansion": 56.41,
        "deceleration": 29.42,
        "rotation_down": 21.39,
        "downward_expansion": 24.07
      },
      "activity_lines": [
        13.673333,
        13.343636,
        13.154128,
        13.246278
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 13.9,
    "trend_reference": 13.237608,
    "distance_from_trend": 0.050039,
    "trend_direction": "Improving",
    "fair_value": 13.154678,
    "distance_from_fair_value": 0.056658,
    "fair_value_direction": "Improving",
    "relative_strength": -10.389291,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.124637,
    "excess_performance": -0.067688,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.050039,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.00511,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.056658,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.062343,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.103893,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.014269,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.124637,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.676768,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.676768,
      "dry_up": 1.451613,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.02933,
      "annualized_volatility": 0.395925,
      "from_high_reference": -0.291479,
      "from_low_reference": 0.288221
    },
    "levels": {
      "trend_reference": 13.237608,
      "fair_value_reference": 13.154678,
      "structural_low": 11.967175,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": -0.007353,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.037836,
        "regime_survival": 0.428571,
        "best_return": 0.130435,
        "worst_return": -0.116883,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.067129,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.082666,
        "regime_survival": 0.0,
        "best_return": 0.330435,
        "worst_return": -0.146041,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.0,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.038233,
        "regime_survival": 0.0,
        "best_return": 0.130435,
        "worst_return": -0.045161,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.06962,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.183195,
        "regime_survival": 0.0,
        "best_return": 0.134698,
        "worst_return": -0.129032,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-22",
        "end": "2024-04-12",
        "tenure": "New",
        "return": -0.053892,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-19",
        "end": "2024-05-17",
        "tenure": "Developing",
        "return": -0.120253,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-24",
        "end": "2024-10-04",
        "tenure": "Established",
        "return": -0.035714,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-11",
        "end": "2025-01-17",
        "tenure": "Established",
        "return": -0.198529,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": -0.15,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-20",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.130435,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-25",
        "end": "2025-10-31",
        "tenure": "Established",
        "return": 0.090164,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-07",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.082707,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-16",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": 0.023809,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-27",
        "end": "2026-04-03",
        "tenure": "Developing",
        "return": -0.103896,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-10",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": -0.131309,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-29",
        "end": "2026-06-12",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": 0.085938,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 13.634732,
        "volume": 3900,
        "typical_volume": 22470.0,
        "trend": 16.211272,
        "fair_value": 14.949147,
        "relative_strength": -9.023325,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.821002,
        "energy": 37.098595,
        "activity_lines": [
          14.092493,
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          15.373757,
          15.880925
        ]
      },
      {
        "date": "2023-08-25",
        "close": 14.517557,
        "volume": 2700,
        "typical_volume": 22605.0,
        "trend": 16.204733,
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        "relative_strength": -5.793024,
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        "energy": 46.424588,
        "activity_lines": [
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          15.771653
        ]
      },
      {
        "date": "2023-09-01",
        "close": 13.830916,
        "volume": 800,
        "typical_volume": 22120.0,
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        "relative_strength": -10.329078,
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        "direction": -62.958805,
        "energy": 58.829234,
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      },
      {
        "date": "2023-09-08",
        "close": 13.732824,
        "volume": 2800,
        "typical_volume": 22240.0,
        "trend": 16.113181,
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        "relative_strength": -10.136949,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.014793,
        "energy": 62.813947,
        "activity_lines": [
          13.935547,
          14.126974,
          14.8137,
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      },
      {
        "date": "2023-09-15",
        "close": 9.907252,
        "volume": 18900,
        "typical_volume": 23075.0,
        "trend": 15.913728,
        "fair_value": 14.82593,
        "relative_strength": -34.638601,
        "stage": 4,
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        "modifier": "Early contraction",
        "gate": "down",
        "direction": -92.751125,
        "energy": 88.098683,
        "activity_lines": [
          12.575343,
          13.319056,
          14.268591,
          15.060542
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      },
      {
        "date": "2023-09-22",
        "close": 14.223282,
        "volume": 22800,
        "typical_volume": 24215.0,
        "trend": 15.838524,
        "fair_value": 14.815943,
        "relative_strength": -5.048806,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.132674,
        "energy": 61.447971,
        "activity_lines": [
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      },
      {
        "date": "2023-09-29",
        "close": 13.732824,
        "volume": 10800,
        "typical_volume": 24755.0,
        "trend": 15.740432,
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        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.274588,
        "energy": 48.664743,
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      },
      {
        "date": "2023-10-06",
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        "typical_volume": 25740.0,
        "trend": 15.675038,
        "fair_value": 14.815331,
        "relative_strength": 4.448055,
        "stage": 4,
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        "energy": 31.233721,
        "activity_lines": [
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      },
      {
        "date": "2023-10-13",
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        "typical_volume": 14010.0,
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        "energy": 16.454285,
        "activity_lines": [
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      },
      {
        "date": "2023-10-20",
        "close": 16.773664,
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        "typical_volume": 11790.0,
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        "relative_strength": 20.610116,
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        "gate": "mixed",
        "direction": 28.178927,
        "energy": 30.267537,
        "activity_lines": [
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      },
      {
        "date": "2023-10-27",
        "close": 15.204199,
        "volume": 6300,
        "typical_volume": 11265.0,
        "trend": 15.527901,
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        "relative_strength": 9.88482,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 15.449249,
        "energy": 24.487168,
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      },
      {
        "date": "2023-11-03",
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        "relative_strength": 10.290789,
        "stage": 1,
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        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 16.173375,
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      },
      {
        "date": "2023-11-10",
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        "gate": "mixed",
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      },
      {
        "date": "2023-11-17",
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        "volume": 200,
        "typical_volume": 7825.0,
        "trend": 15.315369,
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        "relative_strength": 6.532731,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "direction": 9.207182,
        "energy": 9.3088,
        "activity_lines": [
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      },
      {
        "date": "2023-11-24",
        "close": 13.732824,
        "volume": 4300,
        "typical_volume": 7990.0,
        "trend": 15.18458,
        "fair_value": 14.86194,
        "relative_strength": -2.585145,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2023-12-01",
        "close": 15.694656,
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        "typical_volume": 8080.0,
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        "stage": 1,
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      },
      {
        "date": "2023-12-08",
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      },
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        "date": "2023-12-15",
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      },
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        "date": "2023-12-22",
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        "stage": 1,
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        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
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        "date": "2024-01-05",
        "close": 17.166031,
        "volume": 2200,
        "typical_volume": 8415.0,
        "trend": 14.815102,
        "fair_value": 14.897404,
        "relative_strength": 16.489313,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "energy": 48.738299,
        "activity_lines": [
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      },
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        "date": "2024-01-12",
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        "volume": 9200,
        "typical_volume": 8740.0,
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        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
      {
        "date": "2024-01-19",
        "close": 13.732824,
        "volume": 700,
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        "stage": 4,
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        "direction": -4.927656,
        "energy": 8.998554,
        "activity_lines": [
          13.477786,
          13.798813,
          13.517957,
          13.386867
        ]
      },
      {
        "date": "2026-05-01",
        "close": 12.85,
        "volume": 100,
        "typical_volume": 6490.0,
        "trend": 13.337188,
        "fair_value": 13.403966,
        "relative_strength": -14.347247,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -5.189014,
        "energy": 9.626019,
        "activity_lines": [
          13.261985,
          13.591929,
          13.47872,
          13.351427
        ]
      },
      {
        "date": "2026-05-08",
        "close": 13.3,
        "volume": 200,
        "typical_volume": 5700.0,
        "trend": 13.290064,
        "fair_value": 13.37604,
        "relative_strength": -11.816152,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -6.807763,
        "energy": 10.671625,
        "activity_lines": [
          13.22888,
          13.463296,
          13.487012,
          13.349028
        ]
      },
      {
        "date": "2026-05-15",
        "close": 12.9,
        "volume": 2900,
        "typical_volume": 5165.0,
        "trend": 13.229606,
        "fair_value": 13.341777,
        "relative_strength": -15.440822,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -13.802057,
        "energy": 14.818003,
        "activity_lines": [
          13.078219,
          13.294774,
          13.454598,
          13.323863
        ]
      },
      {
        "date": "2026-05-22",
        "close": 12.1,
        "volume": 2400,
        "typical_volume": 5090.0,
        "trend": 13.175178,
        "fair_value": 13.296097,
        "relative_strength": -21.619162,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -27.160732,
        "energy": 30.531213,
        "activity_lines": [
          12.729491,
          13.028043,
          13.344355,
          13.250985
        ]
      },
      {
        "date": "2026-05-29",
        "close": 12.9,
        "volume": 1300,
        "typical_volume": 5075.0,
        "trend": 13.170305,
        "fair_value": 13.26938,
        "relative_strength": -17.903327,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -16.422855,
        "energy": 30.647376,
        "activity_lines": [
          12.736667,
          12.972124,
          13.312472,
          13.233231
        ]
      },
      {
        "date": "2026-06-05",
        "close": 12.9,
        "volume": 0,
        "typical_volume": 5030.0,
        "trend": 13.165433,
        "fair_value": 13.242034,
        "relative_strength": -18.552902,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -19.037868,
        "energy": 42.316628,
        "activity_lines": [
          12.766667,
          12.925996,
          13.276147,
          13.215792
        ]
      },
      {
        "date": "2026-06-12",
        "close": 12.9,
        "volume": 0,
        "typical_volume": 4990.0,
        "trend": 13.137672,
        "fair_value": 13.232293,
        "relative_strength": -18.928328,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -16.676798,
        "energy": 35.899843,
        "activity_lines": [
          12.793333,
          12.887876,
          13.237248,
          13.198668
        ]
      },
      {
        "date": "2026-06-19",
        "close": 12.8,
        "volume": 500,
        "typical_volume": 4880.0,
        "trend": 13.122926,
        "fair_value": 13.222541,
        "relative_strength": -18.156132,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -17.46928,
        "energy": 29.196414,
        "activity_lines": [
          12.813333,
          12.843151,
          13.186252,
          13.176882
        ]
      },
      {
        "date": "2026-06-26",
        "close": 12.8,
        "volume": 0,
        "typical_volume": 4705.0,
        "trend": 13.11472,
        "fair_value": 13.203986,
        "relative_strength": -16.138049,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -18.245551,
        "energy": 29.559195,
        "activity_lines": [
          12.84,
          12.818952,
          13.131758,
          13.156049
        ]
      },
      {
        "date": "2026-07-03",
        "close": 12.8,
        "volume": 0,
        "typical_volume": 4680.0,
        "trend": 13.116323,
        "fair_value": 13.188574,
        "relative_strength": -19.046862,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -19.008427,
        "energy": 30.733518,
        "activity_lines": [
          12.82,
          12.806364,
          13.075165,
          13.135744
        ]
      },
      {
        "date": "2026-07-10",
        "close": 12.9,
        "volume": 3200,
        "typical_volume": 4810.0,
        "trend": 13.085293,
        "fair_value": 13.173803,
        "relative_strength": -18.38432,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -18.126106,
        "energy": 33.068661,
        "activity_lines": [
          12.84,
          12.82,
          13.026934,
          13.121788
        ]
      },
      {
        "date": "2026-07-17",
        "close": 12.7,
        "volume": 4100,
        "typical_volume": 4165.0,
        "trend": 13.083562,
        "fair_value": 13.164039,
        "relative_strength": -20.062311,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -35.85991,
        "energy": 37.325789,
        "activity_lines": [
          12.793333,
          12.796364,
          12.958482,
          13.09693
        ]
      },
      {
        "date": "2026-07-24",
        "close": 13.9,
        "volume": 2200,
        "typical_volume": 2705.0,
        "trend": 13.128371,
        "fair_value": 13.158823,
        "relative_strength": -12.518432,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 24.778189,
        "energy": 17.876822,
        "activity_lines": [
          13.16,
          13.001818,
          13.015774,
          13.149604
        ]
      },
      {
        "date": "2026-07-31",
        "close": 13.9,
        "volume": 0,
        "typical_volume": 2690.0,
        "trend": 13.173181,
        "fair_value": 13.15675,
        "relative_strength": -11.1925,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 42.972731,
        "energy": 38.825348,
        "activity_lines": [
          13.453333,
          13.189091,
          13.080678,
          13.199386
        ]
      },
      {
        "date": "2026-08-07",
        "close": 13.9,
        "volume": 0,
        "typical_volume": 1085.0,
        "trend": 13.237608,
        "fair_value": 13.154678,
        "relative_strength": -10.389291,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 44.148608,
        "energy": 61.037183,
        "activity_lines": [
          13.673333,
          13.343636,
          13.154128,
          13.246278
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}